Search Results - "Klamroth, Kathrin"

Nonconvex constrained optimization by a filtering branch and bound by Eichfelder, Gabriele, Klamroth, Kathrin, Niebling, Julia

“…A major difficulty in optimization with nonconvex constraints is to find feasible solutions. As simple examples show, the α BB-algorithm for single-objective…”
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Hypervolume scalarization for shape optimization to improve reliability and cost of ceramic components by Schultes, Johanna, Stiglmayr, Michael, Klamroth, Kathrin, Hahn, Camilla

“…In engineering applications one often has to trade-off among several objectives as, for example, the mechanical stability of a component, its efficiency, its…”
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SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization by Saini, Bhupinder S., Miettinen, Kaisa, Klamroth, Kathrin, Steuer, Ralph E., Dachert, Kerstin

“…Clearly arranged visualizations are needed in multiobjective optimization problems with a large number of objective functions, when a large number of Pareto…”
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Combining Traveling Salesman and Traveling Repairman Problems: A multi-objective approach based on multiple scenarios by Bock, Stefan, Klamroth, Kathrin

“…•Multi-objective Traveling Salesman or Repairman Problem with different scenarios.•Handling of uncertainty in travel data by generating alternative tour…”
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Event-based MILP models for ridepooling applications by Gaul, Daniela, Klamroth, Kathrin, Stiglmayr, Michael

“…•New event-based model for DARP focussing on user allocations.•Pairing, precedence and capacity constraints are handled implictly•MILP formulations outperform…”
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On the representation of the search region in multi-objective optimization by Klamroth, Kathrin, Lacour, Renaud, Vanderpooten, Daniel

“…•We describe the search region in multi-objective optimization by local upper bounds.•The complexity of the description directly translates to generic solution…”
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Ordinal optimization through multi-objective reformulation by Klamroth, Kathrin, Stiglmayr, Michael, Sudhoff, Julia

“…•Ordinal optimization as a specific case of multi-objective optimization.•Linear transformation to multi-objective combinatorial problems with binary…”
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Efficient dominance filtering for unions and Minkowski sums of non-dominated sets by Klamroth, Kathrin, Lang, Bruno, Stiglmayr, Michael

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Consensus-based optimization for multi-objective problems: a multi-swarm approach by Klamroth, Kathrin, Stiglmayr, Michael, Totzeck, Claudia

“…We propose a multi-swarm approach to approximate the Pareto front of general multi-objective optimization problems that is based on the consensus-based…”
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A tight formulation for the dial-a-ride problem by Gaul, Daniela, Klamroth, Kathrin, Pfeiffer, Christian, Stiglmayr, Michael, Schulz, Arne

“…Ridepooling services play an increasingly important role in modern transportation systems. With soaring demand and growing fleet sizes, the underlying route…”
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PINN training using biobjective optimization: The trade-off between data loss and residual loss by Heldmann, Fabian, Berkhahn, Sarah, Ehrhardt, Matthias, Klamroth, Kathrin

“…Physics informed neural networks (PINNs) have proven to be an efficient tool to represent problems for which measured data are available and for which the…”
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Multi-objective matroid optimization with ordinal weights by Klamroth, Kathrin, Stiglmayr, Michael, Sudhoff, Julia

“…Bi-objective optimization problems on matroids are in general intractable and their corresponding decision problems are in general NP-hard. However, if one of…”
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Biconvex sets and optimization with biconvex functions: a survey and extensions by Gorski, Jochen, Pfeuffer, Frank, Klamroth, Kathrin

“…The problem of optimizing a biconvex function over a given (bi)convex or compact set frequently occurs in theory as well as in industrial applications, for…”
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A linear bound on the number of scalarizations needed to solve discrete tricriteria optimization problems by Dächert, Kerstin, Klamroth, Kathrin

“…Multi-objective optimization problems are often solved by a sequence of parametric single-objective problems, so-called scalarizations. If the set of…”
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Efficient and sparse neural networks by pruning weights in a multiobjective learning approach by Reiners, Malena, Klamroth, Kathrin, Heldmann, Fabian, Stiglmayr, Michael

“…Overparameterization and overfitting are common concerns when designing and training deep neural networks, that are often counteracted by pruning and…”
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Interactive Nonconvex Pareto Navigator for multiobjective optimization by Hartikainen, Markus, Miettinen, Kaisa, Klamroth, Kathrin

“…•Characterizing navigation methods via their desirable properties.•New cones to facilitate navigation on nonconvex Pareto fronts.•Reflecting trade-off rates on…”
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A box decomposition algorithm to compute the hypervolume indicator by Lacour, Renaud, Klamroth, Kathrin, Fonseca, Carlos M.

“…We propose a new approach to the computation of the hypervolume indicator, based on partitioning the dominated region into a set of axis-parallel…”
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Biobjective optimization problems on matroids with binary costs by Gorski, Jochen, Klamroth, Kathrin, Sudhoff, Julia

“…Like most multiobjective combinatorial optimization problems, biobjective optimization problems on matroids are in general intractable and their corresponding…”
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Branch-and-bound and objective branching with three or more objectives by Forget, Nicolas, Gadegaard, Sune Lauth, Klamroth, Kathrin, Nielsen, Lars Relund, Przybylski, Anthony

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A simple, efficient and versatile objective space algorithm for multiobjective integer programming by Dächert, Kerstin, Fleuren, Tino, Klamroth, Kathrin

“…In the last years a multitude of algorithms have been proposed to solve multiobjective integer programming problems. However, only few authors offer…”
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